{"id":"W4412159390","doi":"10.36926/editorainovar-978-65-5388-326-0_009","title":"DIAS NUBLADOS: UM RELATO SOBRE TRANSTORNO DEPRESSIVO RECORRENTE","year":2025,"lang":"pt","type":"book-chapter","venue":"","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Astrobiology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006506561,0.00142262,0.001640873,0.0007009013,0.000552917,0.00003811276,0.001097452,0.004044605,0.046967],"category_scores_gemma":[0.0000258348,0.001434654,0.0009199707,0.0001568577,0.0005726839,0.0001507854,0.0001671369,0.003648495,0.01394936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900353,"about_ca_system_score_gemma":0.0003412071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003590939,"about_ca_topic_score_gemma":0.0005282659,"domain_scores_codex":[0.9934687,0.0003988391,0.00173347,0.002433041,0.0004168701,0.001549104],"domain_scores_gemma":[0.9958271,0.0005158399,0.0006257649,0.002187235,0.0001207246,0.0007233824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002217089,0.0008576172,0.001702611,0.0006488422,0.001437724,0.000557265,0.001848709,6.524677e-7,0.00002075734,0.3258741,0.4202518,0.2445829],"study_design_scores_gemma":[0.003894473,0.0007098424,0.001755753,0.001866991,0.0005907521,0.0002821741,0.0003884793,0.000008472032,0.00003167065,0.006089982,0.9830778,0.001303657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004431574,0.009828546,0.001193514,0.003457443,0.02764954,0.00169344,0.0005496292,0.0003642436,0.9548205],"genre_scores_gemma":[0.02063002,0.007231854,0.000252949,0.009861238,0.0006983257,0.0001431621,0.0003881627,0.0001881875,0.9606061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.562826,"threshold_uncertainty_score":0.9998524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404256348505577,"score_gpt":0.3484468235938444,"score_spread":0.3080211887432867,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}